{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true,
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 1. 什么是时间序列\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 2. 在python中如何导入时间序列数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1991-07-01</td>\n",
       "      <td>3.526591</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1991-08-01</td>\n",
       "      <td>3.180891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1991-09-01</td>\n",
       "      <td>3.252221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1991-10-01</td>\n",
       "      <td>3.611003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1991-11-01</td>\n",
       "      <td>3.565869</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        date     value\n",
       "0 1991-07-01  3.526591\n",
       "1 1991-08-01  3.180891\n",
       "2 1991-09-01  3.252221\n",
       "3 1991-10-01  3.611003\n",
       "4 1991-11-01  3.565869"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from dateutil.parser import parse\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import datetime\n",
    "plt.rcParams.update({'figure.figsize': (10, 7), 'figure.dpi': 120})\n",
    "\n",
    "# Import as Dataframe\n",
    "df = pd.read_csv('datasets/a10.csv', parse_dates=['date'])\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 3. 面板数据"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 4. 可视化时间序列"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "## 获得数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1991-07-01</td>\n",
       "      <td>3.526591</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1991-08-01</td>\n",
       "      <td>3.180891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1991-09-01</td>\n",
       "      <td>3.252221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1991-10-01</td>\n",
       "      <td>3.611003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1991-11-01</td>\n",
       "      <td>3.565869</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        date     value\n",
       "0 1991-07-01  3.526591\n",
       "1 1991-08-01  3.180891\n",
       "2 1991-09-01  3.252221\n",
       "3 1991-10-01  3.611003\n",
       "4 1991-11-01  3.565869"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "df = pd.read_csv('datasets/a10.csv')\n",
    "df['date'] = df['date'].apply(lambda x: datetime.datetime.strptime(x,\"%Y-%m-%d\"))\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "## 区域填充图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1600x500 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 画图\n",
    "def plot_df(df, x, y, title=\"\", xlabel=\"Date\", ylabel=\"Value\", dpi=100):\n",
    "    plt.figure(figsize=(16, 5), dpi=dpi)\n",
    "    plt.plot(df[x], df[y], color='tab:red')\n",
    "    plt.gca().set(title=title, xlabel=xlabel, ylabel=ylabel)\n",
    "    plt.show()\n",
    "\n",
    "plot_df(df, x=\"date\", y=\"value\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1600x500 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1, figsize=(16, 5), dpi=100)\n",
    "ax.fill_between(x=df['date'], y1=df['value'], y2=-df['value'], alpha=0.5, linewidth=2, color='seagreen')\n",
    "ax.set_title(\"demo data\", fontsize=16)\n",
    "ax.hlines(y=0, xmin=np.min(df['date']), xmax=np.max(df['date']), linewidth=0.5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "## 季节性时间序列图\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Text(1, 0, '1'),\n",
       " Text(2, 0, '2'),\n",
       " Text(3, 0, '3'),\n",
       " Text(4, 0, '4'),\n",
       " Text(5, 0, '5'),\n",
       " Text(6, 0, '6'),\n",
       " Text(7, 0, '7'),\n",
       " Text(8, 0, '8'),\n",
       " Text(9, 0, '9'),\n",
       " Text(10, 0, '10'),\n",
       " Text(11, 0, '11'),\n",
       " Text(12, 0, '12')]"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df['year'] = df['date'].apply(lambda x: x.year)\n",
    "df['month'] = df['date'].apply(lambda x: int(x.strftime('%m')))\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(12, 10))\n",
    "for index, tempyear in enumerate(df['year'].unique().tolist()):\n",
    "    tempdata = df.loc[df['year'] == tempyear].sort_values(by=['date'])\n",
    "    ax.plot(tempdata['month'],tempdata['value'], label=tempyear)\n",
    "    ax.text(tempdata.tail(1)['month'], tempdata.tail(1)['value'], tempyear)\n",
    "\n",
    "font = {'family': 'serif',\n",
    "        'color':  'darkred',\n",
    "        'weight': 'normal',\n",
    "        'size': 16,\n",
    "        }\n",
    "ax.set_ylabel(\"$Drug Sales$\", fontdict=font)\n",
    "ax.set_xlabel('$Month$', fontdict=font)\n",
    "ax.set_title(\"Seasibak Plot of Drug Sales Time Series\",\n",
    "             fontdict=font)\n",
    "x_axis_ticks = np.arange(start=1, stop=13)\n",
    "ax.set_xticks(x_axis_ticks)\n",
    "ax.set_xticklabels(x_axis_ticks)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "1. 从月的角度来看，在每年的1月到2月，毒品的销售都是骤降，3月再次上升，4月再次下降，显然，每年重复如此。\n",
    "2. 从年的角度来看，毒品的销售逐年增加。\n",
    "\n",
    "我们可以通过逐年的boxplot和逐月的boxplot观察到这些特点。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "### BoxPlot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Month-wise BoxPlot \\n(The Trend)')"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1920x600 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(ncols=2, nrows=1, figsize=(16,5))\n",
    "sns.boxplot(x='year',y='value', data=df, ax=ax[0])\n",
    "sns.boxplot(x='month',y='value', data=df, ax=ax[1])\n",
    "\n",
    "ax[0].set_title(\"Year-wise BoxPlot \\n(The Trend)\", fontsize=18)\n",
    "xlabel = ax[0].get_xticklabels()\n",
    "ax[0].set_xticklabels(xlabel, rotation=45)\n",
    "ax[1].set_title(\"Month-wise BoxPlot \\n(The Trend)\", fontsize=18)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "1. 从boxplot可以看出来：毒品销售和年以及月份是相关的。\n",
    "2. 从月份的boxplot可以看出来，1月和12月的毒品销量比较高，这个可以用假期折扣来解释。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 5. 时间序列中的模式\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "任何时间序列可以可以被拆分为3个部分：\n",
    "1. 趋势：趋势是比较明显的，比如极速的上升或者迅速下跌。\n",
    "2. 季节性：可以在数据中看到明显的周期性，并且这个周期性和时间周期有关。这个周期可能是月，可能是季度，也可能是年。\n",
    "3. 误差项。\n",
    "\n",
    "但是不是说所有的时间序列都必须具备这3个部分。时间序列可能没有明显的趋势、可能没有明显的周期性。或者两个都没有。\n",
    "\n",
    "因此，可以将时间序列看成趋势、周期性、误差项的组合。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'Trend and Seasonality'}, xlabel='date'>"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(nrows=1, ncols=3, figsize=(20, 4), dpi=100)\n",
    "pd.read_csv(\"datasets/guinearice.csv\",parse_dates=['date'], index_col=['date']).plot(title=\"Trend Only\", legend=False, ax=ax[0])\n",
    "pd.read_csv(\"datasets/sunspotarea.csv\",parse_dates=['date'], index_col=['date']).plot(title=\"Seasonality Only\", legend=False, ax=ax[1])\n",
    "pd.read_csv(\"datasets/AirPassengers.csv\",parse_dates=['date'], index_col=['date']).plot(title=\"Trend and Seasonality\", legend=False, ax=ax[2])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "另外一个需要注意的就是循环行为，如果发现时间序列中的跌幅是有周期性的，且这个周期性只是和时间间隔有关，和特定的时间节点无关，那么就是周期性。不能称之为季节性。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 6. 时间序列模型(加法模型和乘法模型)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "基于原始的时间序列的趋势项和季节项，时间序列模型可以被分为加法模型和乘法模型.\n",
    "1. 乘法型：时间序列值 = 趋势项 * 季节项 * 误差项。\n",
    "2. 加法型：时间序列值 = 趋势项 + 季节项 + 误差项。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 7. 时间序列的模型分解"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "对时间序列的分解，可以从趋势项、季节项、 误差项的乘法和加法的角度进行。\n",
    "\n",
    "代码方面，我们使用`statsmodels`包的`seasonal_decompose`函数。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1680x840 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 导入包\n",
    "from statsmodels.tsa.seasonal import seasonal_decompose\n",
    "from dateutil.parser import parse\n",
    "\n",
    "# 导入数据\n",
    "df = pd.read_csv(\"datasets/a10.csv\", parse_dates=['date'], index_col=['date'])\n",
    "\n",
    "# 乘法模型\n",
    "result_mul = seasonal_decompose(df['value'], model=\"multilicative\", extrapolate_trend='freq')\n",
    "result_add = seasonal_decompose(df['value'], model=\"additive\", extrapolate_trend='freq')\n",
    "\n",
    "# 画图\n",
    "fig, ax = plt.subplots(ncols=2, nrows=4, figsize=(14,7), sharex=True)\n",
    "\n",
    "def plot_decompose(result, ax, index, title, fontdict=font):\n",
    "    ax[0, index].set_title(title, fontdict=fontdict)\n",
    "    result.observed.plot(ax=ax[0, index])\n",
    "    ax[0, index].set_ylabel(\"Observed\")\n",
    "\n",
    "    result.trend.plot(ax=ax[1, index])\n",
    "    ax[1, index].set_ylabel(\"Trend\")\n",
    "\n",
    "    result.seasonal.plot(ax=ax[2, index])\n",
    "    ax[2, index].set_ylabel(\"Seasonal\")\n",
    "\n",
    "    result.resid.plot(ax=ax[3, index])\n",
    "    ax[3, index].set_ylabel(\"Resid\")\n",
    "\n",
    "plot_decompose(result=result_add, ax=ax,index=0, title=\"Additive Decompose\", fontdict=font)\n",
    "plot_decompose(result=result_mul, ax=ax, index=1, title=\"Multiplicative Decompose\", fontdict=font)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "1. 在上面的代码中，设置`extrapolate_trend='freq'`是为了填充 季节项、误差项中开头的缺失值。\n",
    "2. 在上图中，可以发现加法模型里面的误差项还有一部分时间序列的模式没有被提取完。但是乘法模型的误差项(或者叫残差项)基本上看不出来任何信息了，说明乘法模型对这个数据来说，有更强提取数据信息的能力。\n",
    "3. 乘法模型的季节项、趋势项、误差项数据都保存在`result_mul`里面。我们将这几个数据提取出来。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Seasonal</th>\n",
       "      <th>Trend</th>\n",
       "      <th>Resid</th>\n",
       "      <th>Actual_value</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1991-07-01</th>\n",
       "      <td>0.987845</td>\n",
       "      <td>3.060085</td>\n",
       "      <td>1.166629</td>\n",
       "      <td>3.526591</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-08-01</th>\n",
       "      <td>0.990481</td>\n",
       "      <td>3.124765</td>\n",
       "      <td>1.027745</td>\n",
       "      <td>3.180891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-09-01</th>\n",
       "      <td>0.987476</td>\n",
       "      <td>3.189445</td>\n",
       "      <td>1.032615</td>\n",
       "      <td>3.252221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-10-01</th>\n",
       "      <td>1.048329</td>\n",
       "      <td>3.254125</td>\n",
       "      <td>1.058513</td>\n",
       "      <td>3.611003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-11-01</th>\n",
       "      <td>1.074527</td>\n",
       "      <td>3.318805</td>\n",
       "      <td>0.999923</td>\n",
       "      <td>3.565869</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Seasonal     Trend     Resid  Actual_value\n",
       "date                                                  \n",
       "1991-07-01  0.987845  3.060085  1.166629      3.526591\n",
       "1991-08-01  0.990481  3.124765  1.027745      3.180891\n",
       "1991-09-01  0.987476  3.189445  1.032615      3.252221\n",
       "1991-10-01  1.048329  3.254125  1.058513      3.611003\n",
       "1991-11-01  1.074527  3.318805  0.999923      3.565869"
      ]
     },
     "execution_count": 122,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_reconstructed = pd.concat([result_mul.seasonal, result_mul.trend, result_mul.resid, result_mul.observed], axis=1)\n",
    "df_reconstructed.columns = ['Seasonal', 'Trend', 'Resid', 'Actual_value']\n",
    "df_reconstructed.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "可以检查一下上面的数据;基本上可以确定`df_reconstructed['Seasonal'] * df_reconstructed['Trend'] * df_reconstructed['Resid'] = df_reconstructed['Actual_value']`,\n",
    "或者我们用均方误差算一下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.6395253991751996e-14"
      ]
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "value = np.sqrt(np.sum((df_reconstructed['Seasonal'] * df_reconstructed['Trend'] * df_reconstructed['Resid'] - df_reconstructed['Actual_value']) ** 2))\n",
    "value"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 8.平稳序列和非平稳时间序列\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "1. 平稳性是时间序列的一个属性，一个平稳的时间序列指的是这个时间序列和时间无关，也就是说这个时间序列不是时间的一个函数。\n",
    "2. 也就是说一个时间序列是平稳的，就是这个时间序列的几个统计量：均值、方差、自相关系数都是一个常数，和时间无关。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 9. 如何让一个时间序列平稳\n",
    "1. 对一个时间序列做一次或者多次差分。\n",
    "2. 季节性延迟（或者叫多阶差分）。\n",
    "3. 取时间序列的第N个根。\n",
    "4. 上面三种方法混合使用。\n",
    "\n",
    "最方便最常用的平稳一个时间序列，就是多次使用一阶差分，直到时间序列平稳。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 10.在做预测之前为什么需要对非平稳时间序列做平稳"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "1. 预测一个平稳的时间序列相对容易，且结果更加可靠。\n",
    "2. 一个更加重要的原因是：自回归预测模型本质上是一个线性回归模型，它利用时间序列的滞后项做为预测变量。\n",
    "我们都知道，在线性回归里面，如果预测变量的X都是互不相关的，那么线性回归预测的效果最好。因此对序列进行平稳化就解决了变量之间的相关性问题，\n",
    "从而消除来时间序列的自相关，使得预测模型中的预测变量几乎相互独立。\n",
    "\n",
    "现在已经知道的时间序列的平稳性的重要性，如何判断一个时间序列是否平稳呢？"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 11. 检验时间序列是否平稳"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": []
  }
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